3 ms·
Yeah. One example of people mindlessly mass citing some random paper is this: Chain of thought (CoT) prompting was used in the past to greatly enhance the reaso
by cubefox 1y ago
Yeah. One example of people mindlessly mass citing some random paper is this: Chain of thought (CoT) prompting was used in the past to greatly enhance the reasoning ability of LLMs. Usually this paper is cited when CoT is discussed:
https://arxiv.org/abs/2201.11903 https://arxiv.org/abs/2201.11903
It has over 20,000 citations according to Google Scholar. But clearly the technique was not invented by these authors. It was known 1.5 years earlier, just after GPT-3 came out:
https://xcancel.com/kleptid/status/1284069270603866113#m https://xcancel.com/kleptid/status/1284069270603866113#m
Perhaps even longer. But the paper above is cited nonetheless. Probably because there is pressure to cite something and the title of that paper sounds like they pioneered it. I doubt many people who cite it have even read it.
Another funny example is that in machine learning and some other fields, a success measure named "Matthews Correlation Coefficient" (MCC) is used. It's named after some biochemist, Brian Matthews, who used it in a paper from 1975. Needless to say, he didn't invent it at all, he just used the well-known binary version of the well-known correlation coefficient. People who named the measure "MCC" apparently thought he invented it. Matthews probably just didn't bother to cite any sources himself.